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Big Data Architect???s Handbook

You're reading from   Big Data Architect???s Handbook A guide to building proficiency in tools and systems used by leading big data experts

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Product type Paperback
Published in Jun 2018
Publisher Packt
ISBN-13 9781788835824
Length 486 pages
Edition 1st Edition
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Author (1):
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Syed Muhammad Fahad Akhtar Syed Muhammad Fahad Akhtar
Author Profile Icon Syed Muhammad Fahad Akhtar
Syed Muhammad Fahad Akhtar
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Table of Contents (21) Chapters Close

Preface 1. Why Big Data? FREE CHAPTER 2. Big Data Environment Setup 3. Hadoop Ecosystem 4. NoSQL Database 5. Off-the-Shelf Commercial Tools 6. Containerization 7. Network Infrastructure 8. Cloud Infrastructure 9. Security and Monitoring 10. Frontend Architecture 11. Backend Architecture 12. Machine Learning 13. Artificial Intelligence 14. Elasticsearch 15. Structured Data 16. Unstructured Data 17. Data Visualization 18. Financial Trading System 19. Retail Recommendation System 20. Other Books You May Enjoy

Cloud Infrastructure

There are lots of companies that are now moving their businesses and IT infrastructure to cloud providers, either completely or in part. They are reaching this stage because they are convinced that it is the future in terms of infrastructural setup. A survey was conducted that concluded that by 2019 65% of businesses will have moved to cloud. 

In this chapter, we will be covering the following topics:

  • Companies moving to cloud
  • Infrastructure driving factors
    • Data locality driving factors
    • New requirements driving factors
  • Design consideration
    • Open source versus commercial
    • Commodity hardware versus purpose built
    • Cloud versus on-premises
    • Application architecture
    • Cost

Let's first start with some discussion on the driving factors due to which companies are moving to cloud infrastructures.

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